Correlative Refractive Index Light-sheet Microscopy

Lead Research Organisation: University of Dundee
Department Name: Physics

Abstract

Developing future therapies, the first of EPSRC's Healthcare Technologies Grand Challenges, is essential to keep the National Health Service sustainable. Currently, an estimated 70% of the UK's healthcare expenditure goes towards the management of chronic diseases. Regenerative medicine is expected to significantly reduce costs as it can turn chronic, degenerative, diseases into curable conditions. Realising this potential requires the right tools to study the biological development process as it progresses from the single cell to the complex structure of entire organs.

The invention of the optical microscope, and in particular the phase contrast microscope, made it possible to highlight the fine features of living cells with unprecedented clarity. However, cells isolated on a microscope slide often do not behave as tissue in its natural, three-dimensional, environment. The recent development of the planar illumination light-sheet microscope enabled the visualisation of the intact, fluorescently-labelled, organisms during development. While light-sheet microscopy is highly successful for transparent zebrafish or chemically cleared tissue, many tissues are too opaque to be studied beyond the first layer of cells. A prime example is the chick embryo in its early stages of development. The complex collective behaviour of the cells in the initial layer can be studied in exquisite detail, yet as soon as the primitive streak forms, to grow the embryo in the third dimension, we lack the tools to keep track of the cell migration and differentiation. The images are too blurred.

Correlative refractive index light-sheet microscopy aims to make the invisible visible. It is based on the realization that the turbidity of biological samples is due to the same refractive index variations that yield structural information in phase-contrast microscopy. The distribution of optical properties within the specimen not only contains valuable structural information for the biologist, it also enables the adaptive wavefront correction needed for high resolution fluorescence imaging. By developing a hybrid instrument that maps the optical property distribution in parallel with the fluorescence image, this proposal will enable high-resolution deep-tissue imaging in turbid biological specimen. A direct view into the inner workings of the biological development process is essential to develop effective regenerative-medicine therapies.

Planned Impact

The immediate impact of this project will undoubtedly be felt in biology and in particular developmental biology where progress in the state-of-the-art in microscopy directly dictates the boundaries of knowledge. Knowledge that is of strategic importance for the development of effective therapies through regenerative medicine and crucial to reduce the financial pressures on the National Health Service. A microscope that can image large turbid samples with high contrast and resolution will break through the imaging depth barrier in biological samples. To facilitate adoption, the prototype instrument must however be easy to use and readily available to biology research groups and biotech or pharmaceutical companies. I therefore hope to leverage my ties with industry and employ my experience in commercializing imaging solutions to the outcomes of the grant. In particular life science instrumentation companies with an established market and contacts in the biomedical and pharmaceutical research will be able to bring the novel technology to market on the shortest possible time scale. To achieve this, M Squared Lasers Ltd is involved from the outset with this Fellowship.

Furthermore, this research project will yield much information about the optical properties of such samples. At present our knowledge of the optical properties within thick biological specimen is limited. It is anticipated that a tool to measure the optical properties of large specimen in detail will lead to a broader range of studies and greater insights into the diversity of the optical property distributions between species and their variation during development. This places us in a privileged position to direct the development of the next generation of microscope technology here in the UK.
 
Description 1. Planar Airy light-sheets can be used to image large volumes with high resolution. This is important when imaging neuronal connections in the brain, where the big picture is as important as the fine details of dendritic spines.

2. Machine learning tools can be used to rigorously solve numeric problems. Neural networks are rapidly transforming our lives by mimicking how humans solve problems. Perhaps unsurprisingly, this carries with it the potential of errors and biases. We showed that a middle ground exists to solve challenging scientific problems with the mathematical rigour expected of scientific computations.
Exploitation Route 1. The planar Airy beam light-sheet microscope is of immediate use in the life sciences and has commercial potential.

2. The open-source code made available with our paper can immediately be used to solve wave problems in acoustics and electrodynamics. We anticipate that it can also be used to solve more general problems such as diffusion in a complex structure.
Sectors Healthcare,Pharmaceuticals and Medical Biotechnology

 
Description Computational Light Microscopy
Amount £45,828 (GBP)
Funding ID 2502350 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 08/2020 
End 09/2023
 
Description Hybrid Optical-Digital Coherence Tomography
Amount £50,000 (GBP)
Funding ID 2607886 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 09/2021 
End 09/2025
 
Title Dataset to support the publication 'Compact nano-void spectrometer based on a stable engineered scattering system' 
Description Falak, Przemyslaw Ludwik (2022) Dataset to support the publication 'Compact nano-void spectrometer based on a stable engineered scattering system'. University of Southampton doi:10.5258/SOTON/D2314 [Dataset] 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Qi Sun, Przemyslaw Falak, Tom Vettenburg, Timothy Lee, David B. Phillips, Gilberto Brambilla, Martynas Beresna "Compact nano-void spectrometer based on a stable engineered scattering system" Photonics Research (Impact Factor 7.25), 10, 2328-2336 (2022) doi:10.1364/PRJ.465322, https://opg.optica.org/prj/fulltext.cfm?uri=prj-10-10-2328&id=506534 
URL https://eprints.soton.ac.uk/468356/
 
Title AnySim - Framework for solving arbitrary linear systems 
Description A numerical solver for large linear problems of the form Ax = y, using the universal split preconditioner. 
Type Of Technology Software 
Year Produced 2022 
Open Source License? Yes  
Impact Tom Vettenburg, Ivo M. Vellekoop "A universal preconditioner for linear systems" https://arxiv.org/abs/2207.14222, doi: 10.48550/arXiv.2207.14222 
URL https://github.com/corilim/anysim
 
Title Pytorch integration in Macroscopic Maxwell Solver 
Description Open-source software to solve large-scale wave problems efficiently. By integrating a recurrent neural network approach using the machine learning library Pytorch, for the first time light-scattering can be computed on the millimetre scale that is relevant to microscopy. 
Type Of Technology Software 
Year Produced 2022 
Open Source License? Yes  
Impact By integrating a recurrent neural network approach using the machine learning library Pytorch, for the first time light-scattering can be computed on the millimetre scale that is relevant to microscopy. Valantinas and Vettenburg "A physics-defined recurrent neural network to compute coherent light wave scattering on the millimetre scale", https://arxiv.org/abs/2208.01118, doi: 10.48550/arXiv.2208.01118 
URL https://github.com/corilim/MacroMax
 
Description Girls into physics - Monifeith 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact Eight hands-on workshops on optical spectroscopy in astronomy, aimed exclusively at female secondary school pupils. The aim of these workshops is to encourage them to consider STEM subjects for their further studies and improve the gender balance in physics.
Year(s) Of Engagement Activity 2023
 
Description Sculpting light from optically powered micro-robots to computational transparency 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Sculpting light: from optically powered micro-robots to computational transparency a Science-on-the-Tay talk by Prof David Phillips - University of Exeter
The purpose of this IOP sponsored event is to foster interest in physics and science as a whole.
Year(s) Of Engagement Activity 2023
URL https://corilim.github.io/outreach/scienceonthetay/
 
Description Workshop: experimental physics kits for high schools in Scotland. 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Weekend workshop with secondary school physics teachers and the institute of physics with the aim to develop and improve current physics teaching equipment available to schools.

"Workshop on Photonics and Quantum Technologies"
19 Nov 2021 - 20 Nov 2021
Year(s) Of Engagement Activity 2021